Hotels can make a positive impact on the guest experience even before check-in. Analysing and using data effectively, a hotel would already know what its guests like, prompting a customized pre-arrival upsell email with relevant amenity offers and room upgrades. These offers can also extend into the on-property experience, triggering timely, innovative and relevant offers, rewards or discounted services during their stay. Ultimately, data helps hoteliers identify patterns in guest activity, gain a deeper understanding